Two-Sided Power Random Variables

We study a well-known problem concerning a random variable $Z$ uniformly distributed between two independent random variables. Two different extensions, conditionally directed power distribution and conditionally undirected power distribution, have been introduced for this problem. For the second method, two-sided power random variables have been defined.